2 citations · 3 across the 4 of their papers we have counts for
4 papers
ForecastGAN: A Decomposition-Based Adversarial Framework for Multi-Horizon Time Series Forecasting
Syeda Sitara Wishal Fatima, Afshin Rahimi
Time series forecasting is essential across domains from finance to supply chain management. This paper introduces ForecastGAN, a novel decomposition based adversarial framework ad…
LayerMix: Enhanced Data Augmentation through Fractal Integration for Robust Deep Learning
Hafiz Mughees Ahmad, Dario Morle, Afshin Rahimi
Deep learning models have demonstrated remarkable performance across various computer vision tasks, yet their vulnerability to distribution shifts remains a critical challenge. Des…
SH17: A Dataset for Human Safety and Personal Protective Equipment Detection in Manufacturing Industry
Hafiz Mughees Ahmad, Afshin Rahimi
Workplace accidents continue to pose significant risks for human safety, particularly in industries such as construction and manufacturing, and the necessity for effective Personal…
Capacity Constraint Analysis Using Object Detection for Smart Manufacturing
Hafiz Mughees Ahmad, Afshin Rahimi, Khizer Hayat
The increasing popularity of Deep Learning (DL) based Object Detection (OD) methods and their real-world applications have opened new venues in smart manufacturing. Traditional ind…